{"id":"W4315489910","doi":"10.51189/cinped/13550","title":"SOFTWARES, OBTENDO DESIGN VERDE PARA PROJETOS DE PESQUISA","year":2023,"lang":"pt","type":"article","venue":"Anais do I Congresso Brasileiro On-line de Pesquisas e Inovação em Educação","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Cape verde; Computer science; Humanities; Art; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01071345,0.0009190763,0.0004997296,0.002946886,0.002118825,0.005203451,0.001532129,0.001573919,0.01006511],"category_scores_gemma":[0.04479365,0.001046039,0.001025707,0.0018277,0.001474452,0.004200115,0.003043989,0.001897737,0.002642994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912749,"about_ca_system_score_gemma":0.004173289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004919293,"about_ca_topic_score_gemma":0.01319094,"domain_scores_codex":[0.9887049,0.004331859,0.0007675654,0.001162044,0.004627618,0.00040613],"domain_scores_gemma":[0.9718978,0.01188522,0.002207487,0.006087168,0.006992513,0.0009298306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009540893,0.0007411739,0.02584765,0.002161997,0.0001088757,0.0009905018,0.03308179,0.0113111,0.03640701,0.04312315,0.0143743,0.8308984],"study_design_scores_gemma":[0.000786189,0.004783007,0.07437156,0.003542459,0.0007369968,0.002506732,0.03543556,0.1354457,0.07853074,0.09065681,0.5727492,0.0004550773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3772219,0.00248251,0.5025365,0.004957778,0.0005820311,0.00148117,0.001464519,0.01480773,0.09446584],"genre_scores_gemma":[0.5007056,0.0009553772,0.4510196,0.0003173885,0.00005133636,0.0004451221,0.001904399,0.002009256,0.04259196],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01071345,"threshold_uncertainty_score":0.05665886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273232162335553,"score_gpt":0.3702503038068102,"score_spread":0.2429270875732549,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}